Maria T.

Key Skills

Software

Don't disclose

Top Subject Matter

LLM evaluation

supervised fine-tuning (SFT)

adversarial testing

Top Data Types

Text

Top Task Types

Fine-tuning

Freelancer Overview

Freelance Software Engineer / LLM Trainer (ByteDance Seed Project). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, Addis Ababa University (AAiT) (2025). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Fine-tuning.

Labeling Experience

Freelance Software Engineer / LLM Trainer (ByteDance Seed Project)

Don't discloseFine-tuning

Provided supervised fine-tuning (SFT) support by writing high-quality algorithmic and backend solutions used for LLM training. Designed coding problems and evaluation tasks to benchmark model reasoning and system-design capabilities. Built adversarial test cases and evaluation pipelines to improve robustness and edge-case handling.• Generated structured reasoning artifacts to improve model performance on coding and system-design tasks.• Authored and prepared training/evaluation code assets and workflows for reproducible experimentation.• Implemented Docker-based environments to ensure deterministic training and testing runs.

2026 - 2026

Education

Work History